Robust adaptive power control for CDMA communication systems and its simulation

Cunwu Han, Lisha Cao, Dehui Sun, Zhong-ning Zhang
{"title":"Robust adaptive power control for CDMA communication systems and its simulation","authors":"Cunwu Han, Lisha Cao, Dehui Sun, Zhong-ning Zhang","doi":"10.1109/PACCS.2010.5626675","DOIUrl":null,"url":null,"abstract":"Power control is an important research topic for code-division multiple access (CDMA) communication systems. Proper power control can increase system capacity and, especially, overcome the near-far problem effectively. Therefore, many researchers have done great works on this topic and got a lot of achievements during last decade. Adaptive control based on Least Square Algorithm is one of the commonest methods to control systems with uncertainties by estimating unknown system's parameters. However, applying the adaptive control algorithm to wireless communication systems is still a fresh topic and most of those works assumed that the wireless communication channel could be modeled by a linear system with a Gaussian white noise, which would lead to control error in the real channel environments. This paper presents a robust adaptive power control algorithm based on Extended Matrix Least Square for CDMA systems with colored noise. The simulation results show that the proposed algorithm has good performance and is more effective than the fixed-step algorithm.","PeriodicalId":431294,"journal":{"name":"2010 Second Pacific-Asia Conference on Circuits, Communications and System","volume":"74 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2010-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2010 Second Pacific-Asia Conference on Circuits, Communications and System","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/PACCS.2010.5626675","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Power control is an important research topic for code-division multiple access (CDMA) communication systems. Proper power control can increase system capacity and, especially, overcome the near-far problem effectively. Therefore, many researchers have done great works on this topic and got a lot of achievements during last decade. Adaptive control based on Least Square Algorithm is one of the commonest methods to control systems with uncertainties by estimating unknown system's parameters. However, applying the adaptive control algorithm to wireless communication systems is still a fresh topic and most of those works assumed that the wireless communication channel could be modeled by a linear system with a Gaussian white noise, which would lead to control error in the real channel environments. This paper presents a robust adaptive power control algorithm based on Extended Matrix Least Square for CDMA systems with colored noise. The simulation results show that the proposed algorithm has good performance and is more effective than the fixed-step algorithm.
CDMA通信系统鲁棒自适应功率控制及其仿真
功率控制是码分多址(CDMA)通信系统的一个重要研究课题。适当的功率控制可以提高系统容量,特别是可以有效地克服近距离问题。因此,近十年来,许多研究者在这方面做了大量的工作,并取得了许多成果。基于最小二乘算法的自适应控制是通过估计未知系统参数来控制具有不确定性系统的最常用方法之一。然而,将自适应控制算法应用到无线通信系统中仍然是一个较新的课题,大多数研究都假设无线通信信道可以用一个带有高斯白噪声的线性系统来建模,这在实际信道环境中会导致控制误差。提出了一种基于扩展矩阵最小二乘法的彩色噪声CDMA系统鲁棒自适应功率控制算法。仿真结果表明,该算法具有良好的性能,比固定步长算法更有效。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信